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Using an R Shiny App to predict hypoglycemic events in real time from Nightscout CGM data

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lowPredict

WARNING!!!

This application is meant for experimental purposes only. Do not use this application for making medical decisions.

1. Screen Startup

You will be asked for your Nightscout website url and the numeric threshold for when you want to be alerted.

2. Forecasting Display

Once your data is collected and personal model trained, you will begin to see live data of your CGM similar to nightscout with a 30 minute prediction window.

The display is updated in real time with your Nightscout site (every 5 minutes)

If your glucose level is predicted to drop below your threshold, the screen will display an alert.

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Using an R Shiny App to predict hypoglycemic events in real time from Nightscout CGM data

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